There is, AFAIK, no way to force full paths there.
FWIW, we currently rely on that in our test harnesses (where we use regexes to match output). The backtrace stack printing would also need changed.
However, the only relative paths are those to the top-level source directory which seems like something IDEs can assume when handling CMake output to me.
Cc: @brad.king